Papers
12094 papers
ICML2025
Discovering Spoofing Attempts on Language Model Watermarks
Summary pending...
LLMwatermarkswatermark spoofing
ICML2025
Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control
Summary pending...
Structure learningSIS modelsEpidemics
ICML2025
Reinforcement Learning with Segment Feedback
Summary pending...
Reinforcement learning (RL)segment feedbackbinary feedback
ICML2025
No Soundness in the Real World: On the Challenges of the Verification of Deployed Neural Networks
Summary pending...
sound verificationfloating point computationinterval analysis
ICML2025
Is Noise Conditioning Necessary for Denoising Generative Models?
Summary pending...
noise conditioninggenerative modelsdiffusion
ICML2025
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
Summary pending...
text-to-audioaudio language modelingcontinuous token
ICML2025
Beyond CVaR: Leveraging Static Spectral Risk Measures for Enhanced Decision-Making in Distributional Reinforcement Learning
Summary pending...
Reinforcement LearningDistributional Reinforcement LearningRisk Aversion
ICML2025
Mastering Multiple-Expert Routing: Realizable $H$-Consistency and Strong Guarantees for Learning to Defer
Summary pending...
learning to deferconsistencyrealizable H-consistency
ICML2025
Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction
Summary pending...
Machine Learning Force FieldsMachine Learning PotentialsDFT
ICML2025
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks
Summary pending...
graph neural networksgeneralization
ICML2025
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
Summary pending...
reinforcement learningrnnxlstm
ICML2025
What Do Learning Dynamics Reveal About Generalization in LLM Mathematical Reasoning?
Summary pending...
reasoninggeneralizationmemorization
ICML2025
DiffusionVLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression
Summary pending...
vision-language-action modelsreasoning
ICML2025
Action-Dependent Optimality-Preserving Reward Shaping
Summary pending...
Reinforcement learningreward shapingintrinsic motivation
ICML2025
Learning with Exact Invariances in Polynomial Time
Summary pending...
Learning with InvariancesKernelsSpectral Theory
ICML2025
Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data
Summary pending...
imbalanced dataconsistencymargin bounds
ICML2025
Towards a Formal Theory of Representational Compositionality
Summary pending...
compositionalitycomplexitydeep learning
ICML2025
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
Summary pending...
Tabular Data AnalysisLarge Language ModelsConversation
ICML2025
Breaking Barriers: Combinatorial Algorithms for Non-Monotone Submodular Maximization with Sublinear Adaptivity and $1/e$ Approximation
Summary pending...
submodular optimizationcombinatorial algorithmsparallel algorithms